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Semantic ScholarGeorgios B. Giannakis
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- affiliation: University of Minnesota, Minneapolis, MN, USA
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2010 – today
- 2019
[j386]Gang Wang, Georgios B. Giannakis, Jie Chen, Jian Sun:
Distribution system state estimation: an overview of recent developments. Frontiers of IT & EE 20(1): 4-17 (2019)- [j385]Jia Chen, Gang Wang, Georgios B. Giannakis:
Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. IEEE Trans. Signal Processing 67(3): 740-752 (2019) - [j384]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Adaptive Diffusions for Scalable Learning Over Graphs. IEEE Trans. Signal Processing 67(5): 1307-1321 (2019) - 2018
- [j383]Tianyi Chen, Qing Ling, Yanning Shen, Georgios B. Giannakis:
Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT. IEEE Internet of Things Journal 5(6): 4328-4341 (2018) - [j382]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. J. Sel. Topics Signal Processing 12(1): 180-190 (2018) - [j381]Georgios B. Giannakis, Yanning Shen, Georgios Vasileios Karanikolas:
Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics. Proceedings of the IEEE 106(5): 787-807 (2018) - [j380]Pengcheng You, Steven H. Low, Liang Zhang, Ruilong Deng, Georgios B. Giannakis, Youxian Sun, Zaiyue Yang:
Scheduling of EV Battery Swapping-Part II: Distributed Solutions. IEEE Trans. Control of Network Systems 5(4): 1920-1930 (2018) - [j379]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. IEEE Trans. Control of Network Systems 5(4): 1941-1951 (2018) - [j378]Gang Wang, Georgios B. Giannakis, Yonina C. Eldar:
Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow. IEEE Trans. Information Theory 64(2): 773-794 (2018) - [j377]Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables. IEEE Trans. Smart Grid 9(3): 1822-1834 (2018) - [j376]Luis M. Lopez-Ramos, Vassilis Kekatos, Antonio G. Marques, Georgios B. Giannakis:
Two-Timescale Stochastic Dispatch of Smart Distribution Grids. IEEE Trans. Smart Grid 9(5): 4282-4292 (2018) - [j375]Gang Wang, Liang Zhang, Georgios B. Giannakis, Mehmet Akçakaya, Jie Chen:
Sparse Phase Retrieval via Truncated Amplitude Flow. IEEE Trans. Signal Processing 66(2): 479-491 (2018) - [j374]Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis:
Decentralized RLS With Data-Adaptive Censoring for Regressions Over Large-Scale Networks. IEEE Trans. Signal Processing 66(6): 1634-1648 (2018) - [j373]Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. IEEE Trans. Signal Processing 66(6): 1649-1658 (2018) - [j372]Panagiotis A. Traganitis, Georgios B. Giannakis:
Sketched Subspace Clustering. IEEE Trans. Signal Processing 66(7): 1663-1675 (2018) - [j371]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget. IEEE Trans. Signal Processing 66(8): 1967-1981 (2018) - [j370]Daniel Romero, Donghoon Lee, Georgios B. Giannakis:
Blind Radio Tomography. IEEE Trans. Signal Processing 66(8): 2055-2069 (2018) - [j369]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Processing 66(11): 2818-2833 (2018) - [j368]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of Spatio-Temporal Functions Over Graphs via Multikernel Kriged Kalman Filtering. IEEE Trans. Signal Processing 66(12): 3228-3239 (2018) - [j367]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets With a Common Source Graph. IEEE Trans. Signal Processing 66(16): 4398-4408 (2018) - [j366]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Blind Multiclass Ensemble Classification. IEEE Trans. Signal Processing 66(18): 4737-4752 (2018) - [j365]Liang Zhang, Gang Wang, Georgios B. Giannakis, Jie Chen:
Compressive Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Processing 66(19): 5029-5040 (2018) - [j364]Dimitris Berberidis, Georgios B. Giannakis:
Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification. IEEE Trans. Signal Processing 66(19): 5167-5179 (2018) - [j363]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. IEEE Trans. Signal Processing 66(21): 5730-5745 (2018) - [j362]Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj:
Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information. IEEE Trans. Wireless Communications 17(11): 7704-7717 (2018) - [c369]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. AISTATS 2018: 2037-2046 - [c368]Tianyi Chen, Na Li, Georgios B. Giannakis:
Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks. ACC 2018: 4604-4609 - [c367]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs. BigData 2018: 92-99 - [c366]Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Signals over Graphs. DSW 2018: 165-169 - [c365]Yanning Shen, Georgios B. Giannakis:
Online Identification of Directional Graph Topologies Capturing Dynamic and Nonlinear Dependencies. DSW 2018: 195-199 - [c364]Gang Wang, Liang Zhang, Georgios B. Giannakis, Jie Chen:
Sparse Phase Retrieval Via Iteratively Reweighted Amplitude Flow. EUSIPCO 2018: 712-716 - [c363]Panagiotis A. Traganitis, Georgios B. Giannakis:
Blind Multi-class Ensemble Learning with Dependent Classifiers. EUSIPCO 2018: 2025-2029 - [c362]Gang Wang, Jia Chen, Georgios B. Giannakis:
Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. ICASSP 2018: 2211-2215 - [c361]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Random Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design. ICASSP 2018: 2811-2815 - [c360]Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis:
Adaptive Bayesian Channel Gain Cartography. ICASSP 2018: 3554-3558 - [c359]Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Fast Decentralized Learning Via Hybrid Consensus Admm. ICASSP 2018: 3829-3833 - [c358]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Multi-Kernel Learning with Orthogonal Random Features. ICASSP 2018: 6289-6293 - [c357]Tianyi Chen, Georgios B. Giannakis:
Harnessing Bandit Online Learning to Low-Latency Fog Computing. ICASSP 2018: 6418-6422 - [c356]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis:
Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP 2018: 6653-6657 - [c355]Liang Zhang, Georgios Vasileios Karanikolas, Mehmet Akçakaya, Georgios B. Giannakis:
Fully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks. ICASSP 2018: 6677-6681 - [c354]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. NeurIPS 2018: 5055-5065 - [c353]Vassilis N. Ioannidis, Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Kernel-Based Semi-Supervised Learning Over Multilayer Graphs. SPAWC 2018: 1-5 - [c352]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal Dynamic Proactive Caching Via Reinforcement Learning. SPAWC 2018: 1-5 - [c351]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Learning Adaptive to Dynamic and Adversarial Environments. SPAWC 2018: 1-5 - [c350]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis with Common Graph Priors. SSP 2018: 488-492 - [i97]Yanning Shen, Panagiotis A. Traganitis, Georgios B. Giannakis:
Nonlinear Dimensionality Reduction on Graphs. CoRR abs/1801.09390 (2018) - [i96]Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis:
Canonical Correlation Analysis of Datasets with a Common Source Graph. CoRR abs/1803.10309 (2018) - [i95]Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Adaptive Diffusions for Scalable Learning over Graphs. CoRR abs/1804.02081 (2018) - [i94]Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Fast Decentralized Optimization over Networks. CoRR abs/1804.02425 (2018) - [i93]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. CoRR abs/1804.07051 (2018) - [i92]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR abs/1805.03591 (2018) - [i91]Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Dynamical Processes over Graphs. CoRR abs/1805.06095 (2018) - [i90]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. CoRR abs/1805.09965 (2018) - [i89]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Delayed Bandit Online Learning with Unknown Delays. CoRR abs/1807.03205 (2018) - [i88]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Matrix completion and extrapolation via kernel regression. CoRR abs/1808.00441 (2018) - [i87]Gang Wang, Georgios B. Giannakis, Jie Chen:
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization. CoRR abs/1808.04685 (2018) - [i86]Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. CoRR abs/1809.08353 (2018) - [i85]Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang:
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability. CoRR abs/1810.11613 (2018) - [i84]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
A Recurrent Graph Neural Network for Multi-Relational Data. CoRR abs/1811.02061 (2018) - [i83]Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling:
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. CoRR abs/1811.03761 (2018) - [i82]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Real-time Power System State Estimation and Forecasting via Deep Neural Networks. CoRR abs/1811.06146 (2018) - [i81]Dimitris Berberidis, Georgios B. Giannakis:
Adaptive-similarity node embedding for scalable learning over graphs. CoRR abs/1811.10797 (2018) - [i80]Jia Chen, Gang Wang, Georgios B. Giannakis:
Graph Multiview Canonical Correlation Analysis. CoRR abs/1811.12345 (2018) - [i79]Yanning Shen, Geert Leus, Georgios B. Giannakis:
Online Graph-Adaptive Learning with Scalability and Privacy. CoRR abs/1812.00974 (2018) - [i78]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Distributed Reinforcement Learning. CoRR abs/1812.03239 (2018) - [i77]Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis:
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR abs/1812.08593 (2018) - 2017
- [j361]Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj:
Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information. IEEE Journal on Selected Areas in Communications 35(11): 2606-2615 (2017) - [j360]Daniel Romero, Vassilis N. Ioannidis, Georgios B. Giannakis:
Kernel-Based Reconstruction of Space-Time Functions on Dynamic Graphs. J. Sel. Topics Signal Processing 11(6): 856-869 (2017) - [j359]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. IEEE Trans. Parallel Distrib. Syst. 28(7): 1866-1880 (2017) - [j358]Seung-Jun Kim, Georgios B. Giannakis:
An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response. IEEE Trans. Smart Grid 8(6): 2784-2793 (2017) - [j357]Daniel Romero, Meng Ma, Georgios B. Giannakis:
Kernel-Based Reconstruction of Graph Signals. IEEE Trans. Signal Processing 65(3): 764-778 (2017) - [j356]Brian Baingana, Georgios B. Giannakis:
Tracking Switched Dynamic Network Topologies From Information Cascades. IEEE Trans. Signal Processing 65(4): 985-997 (2017) - [j355]Gang Wang, Georgios B. Giannakis, Jie Chen:
Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow. IEEE Trans. Signal Processing 65(8): 1961-1974 (2017) - [j354]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. IEEE Trans. Signal Processing 65(10): 2503-2516 (2017) - [j353]Daniel Romero, Seung-Jun Kim, Georgios B. Giannakis, Roberto López-Valcarce:
Learning Power Spectrum Maps From Quantized Power Measurements. IEEE Trans. Signal Processing 65(10): 2547-2560 (2017) - [j352]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation. IEEE Trans. Signal Processing 65(12): 3078-3093 (2017) - [j351]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks. IEEE Trans. Signal Processing 65(14): 3675-3687 (2017) - [j350]Dimitris Berberidis, Georgios B. Giannakis:
Data Sketching for Large-Scale Kalman Filtering. IEEE Trans. Signal Processing 65(14): 3688-3701 (2017) - [j349]Yanning Shen, Morteza Mardani, Georgios B. Giannakis:
Online Categorical Subspace Learning for Sketching Big Data with Misses. IEEE Trans. Signal Processing 65(15): 4004-4018 (2017) - [j348]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Proactive Network Resource Allocation. IEEE Trans. Signal Processing 65(24): 6350-6364 (2017) - [j347]Liang Zhang, Gang Wang, Daniel Romero, Georgios B. Giannakis:
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning. IEEE Trans. Signal Processing 65(24): 6448-6461 (2017) - [j346]Donghoon Lee, Seung-Jun Kim, Georgios B. Giannakis:
Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity. IEEE Trans. Wireless Communications 16(9): 5953-5966 (2017) - [j345]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications. IEEE Wireless Commun. 24(4): 24-30 (2017) - [c349]Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis:
Online learning for "thing-adaptive" Fog Computing in IoT. ACSSC 2017: 664-668 - [c348]Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Directed network topology inference via sparse joint diagonalization. ACSSC 2017: 698-702 - [c347]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Soft unveiling of communities via egonet tensors. ACSSC 2017: 980-984 - [c346]Georgios Vasileios Karanikolas, Olaf Sporns, Georgios B. Giannakis:
Multi-kernel change detection for dynamic functional connectivity graphs. ACSSC 2017: 1555-1559 - [c345]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Scalable kernel-based learning via low-rank approximation of lifted data. Allerton 2017: 596-603 - [c344]Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis:
Memory efficient low-rank non-linear subspace tracking. CAMSAP 2017: 1-5 - [c343]Yanning Shen, Panagiotis A. Traganitis, Georgios B. Giannakis:
Nonlinear dimensionality reduction on graphs. CAMSAP 2017: 1-5 - [c342]Panagiotis A. Traganitis, Georgios B. Giannakis:
Distributed sketched subspace clustering for large-scale datasets. CAMSAP 2017: 1-5 - [c341]Liang Zhang, Gang Wang, Georgios B. Giannakis:
Going beyond linear dependencies to unveil connectivity of meshed grids. CAMSAP 2017: 1-5 - [c340]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Online convex optimization for dynamic network resource allocation. EUSIPCO 2017: 136-140 - [c339]Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Network topology inference via elastic net structural equation models. EUSIPCO 2017: 146-150 - [c338]Gang Wang, Georgios B. Giannakis, Jie Chen:
Solving large-scale systems of random quadratic equations via stochastic truncated amplitude flow. EUSIPCO 2017: 1420-1424 - [c337]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of spatiotemporal processes over graphs via kernel kriged Kalman filtering. EUSIPCO 2017: 1679-1683 - [c336]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Learning from unequally reliable blind ensembles of classifiers. GlobalSIP 2017: 106-110 - [c335]Vassilis N. Ioannidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Semi-parametric graph kernel-based reconstruction. GlobalSIP 2017: 588-592 - [c334]Dimitris Berberidis, Georgios B. Giannakis:
Active sampling for graph-aware classification. GlobalSIP 2017: 648-652 - [c333]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-time energy management with improved cost-capacity tradeoff. GlobalSIP 2017: 1045-1049 - [c332]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Distributed Stochastic Optimization of Network Function Virtualization. GLOBECOM 2017: 1-6 - [c331]Gang Wang, Georgios B. Giannakis, Jie Chen, Mehmet Akçakaya:
SPARTA: Sparse phase retrieval via Truncated Amplitude flow. ICASSP 2017: 3974-3978 - [c330]Alba Pagès-Zamora, Georgios B. Giannakis, Roberto López-Valcarce, Pere Gimenez-Febrer:
Robust clustering of data collected via crowdsourcing. ICASSP 2017: 4014-4018 - [c329]Zifeng Wang, Zheng Yu, Qing Ling, Dimitris Berberidis, Georgios B. Giannakis:
Distributed recursive least-squares with data-adaptive censoring. ICASSP 2017: 5860-5864 - [c328]G. V. Karanikolas, Georgios B. Giannakis:
Identifying directional connections in brain networks via multi-kernel granger models. ICASSP 2017: 6304-6308 - [c327]Yanning Shen, Brian Baingana, Georgios B. Giannakis:
Topology inference of directed graphs using nonlinear structural vector autoregressive models. ICASSP 2017: 6513-6517 - [c326]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. ICDM 2017: 127-136 - [c325]Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis:
Topology inference of multilayer networks. INFOCOM Workshops 2017: 898-903 - [c324]Alireza Sadeghi, Siavash Ghavami, Georgios B. Giannakis:
Performance bounds of estimators in molecular communications under structural constraints. NANOCOM 2017: 20:1-20:6 - [c323]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Most Systems of Random Quadratic Equations. NIPS 2017: 1865-1875 - [c322]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-adapt network resource allocation. SPAWC 2017: 1-5 - [i76]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Dynamic Network Resource Allocation. CoRR abs/1701.03974 (2017) - [i75]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. CoRR abs/1703.01673 (2017) - [i74]Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramer-Rao Bound. CoRR abs/1705.04031 (2017) - [i73]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Almost all Systems of Random Quadratic Equations. CoRR abs/1705.10407 (2017) - [i72]Fatemeh Sheikholeslami, Georgios B. Giannakis:
Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. CoRR abs/1707.04607 (2017) - [i71]Panagiotis A. Traganitis, Georgios B. Giannakis:
Sketched Subspace Clustering. CoRR abs/1707.07196 (2017) - [i70]Tianyi Chen, Georgios B. Giannakis:
Bandit Convex Optimization for Scalable and Dynamic IoT Management. CoRR abs/1707.09060 (2017) - [i69]Vassilis Kekatos, Gang Wang, Hao Zhu, Georgios B. Giannakis:
PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches. CoRR abs/1708.03981 (2017) - [i68]Gang Wang, Georgios B. Giannakis, Jie Chen:
Robust and Scalable Power System State Estimation via Composite Optimization. CoRR abs/1708.06013 (2017) - [i67]Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis:
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities. CoRR abs/1708.06698 (2017) - [i66]Gang Wang, Jia Chen, Georgios B. Giannakis:
DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. CoRR abs/1710.09429 (2017) - [i65]Vassilis N. Ioannidis, Daniel Romero, Georgios B. Giannakis:
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering. CoRR abs/1711.09306 (2017) - [i64]Vassilis N. Ioannidis, Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Kernel-based Inference of Functions over Graphs. CoRR abs/1711.10353 (2017) - [i63]Liang Zhang, Gang Wang, Georgios B. Giannakis, Jie Chen:
Compressive Phase Retrieval via Reweighted Amplitude Flow. CoRR abs/1712.02426 (2017) - [i62]Panagiotis A. Traganitis, Alba Pagès-Zamora, Georgios B. Giannakis:
Blind Multi-class Ensemble Learning with Unequally Reliable Classifiers. CoRR abs/1712.02903 (2017) - [i61]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. CoRR abs/1712.09983 (2017) - 2016
- [j344]Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Robust Workload and Energy Management for Sustainable Data Centers. IEEE Journal on Selected Areas in Communications 34(3): 651-664 (2016) - [j343]Xin Wang, Yu Zhang, Tianyi Chen, Georgios B. Giannakis:
Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems. IEEE Journal on Selected Areas in Communications 34(5): 1348-1359 (2016) - [j342]